list_monitoring_executions

SageMaker.Client.list_monitoring_executions(**kwargs)

Returns list of all monitoring job executions.

See also: AWS API Documentation

Request Syntax

response = client.list_monitoring_executions(
    MonitoringScheduleName='string',
    EndpointName='string',
    SortBy='CreationTime'|'ScheduledTime'|'Status',
    SortOrder='Ascending'|'Descending',
    NextToken='string',
    MaxResults=123,
    ScheduledTimeBefore=datetime(2015, 1, 1),
    ScheduledTimeAfter=datetime(2015, 1, 1),
    CreationTimeBefore=datetime(2015, 1, 1),
    CreationTimeAfter=datetime(2015, 1, 1),
    LastModifiedTimeBefore=datetime(2015, 1, 1),
    LastModifiedTimeAfter=datetime(2015, 1, 1),
    StatusEquals='Pending'|'Completed'|'CompletedWithViolations'|'InProgress'|'Failed'|'Stopping'|'Stopped',
    MonitoringJobDefinitionName='string',
    MonitoringTypeEquals='DataQuality'|'ModelQuality'|'ModelBias'|'ModelExplainability'
)

Parameters

• MonitoringScheduleName (string) -- Name of a specific schedule to fetch jobs for.
• EndpointName (string) -- Name of a specific endpoint to fetch jobs for.
• SortBy (string) -- Whether to sort results by Status , CreationTime , ScheduledTime field. The default is CreationTime .
• SortOrder (string) -- Whether to sort the results in Ascending or Descending order. The default is Descending .
• NextToken (string) -- The token returned if the response is truncated. To retrieve the next set of job executions, use it in the next request.
• MaxResults (integer) -- The maximum number of jobs to return in the response. The default value is 10.
• ScheduledTimeBefore (datetime) -- Filter for jobs scheduled before a specified time.
• ScheduledTimeAfter (datetime) -- Filter for jobs scheduled after a specified time.
• CreationTimeBefore (datetime) -- A filter that returns only jobs created before a specified time.
• CreationTimeAfter (datetime) -- A filter that returns only jobs created after a specified time.
• LastModifiedTimeBefore (datetime) -- A filter that returns only jobs modified after a specified time.
• LastModifiedTimeAfter (datetime) -- A filter that returns only jobs modified before a specified time.
• StatusEquals (string) -- A filter that retrieves only jobs with a specific status.
• MonitoringJobDefinitionName (string) -- Gets a list of the monitoring job runs of the specified monitoring job definitions.
• MonitoringTypeEquals (string) -- A filter that returns only the monitoring job runs of the specified monitoring type.

Return type

dict

Returns

Response Syntax

{
    'MonitoringExecutionSummaries': [
        {
            'MonitoringScheduleName': 'string',
            'ScheduledTime': datetime(2015, 1, 1),
            'CreationTime': datetime(2015, 1, 1),
            'LastModifiedTime': datetime(2015, 1, 1),
            'MonitoringExecutionStatus': 'Pending'|'Completed'|'CompletedWithViolations'|'InProgress'|'Failed'|'Stopping'|'Stopped',
            'ProcessingJobArn': 'string',
            'EndpointName': 'string',
            'FailureReason': 'string',
            'MonitoringJobDefinitionName': 'string',
            'MonitoringType': 'DataQuality'|'ModelQuality'|'ModelBias'|'ModelExplainability'
        },
    ],
    'NextToken': 'string'
}

Response Structure

• (dict) --

  • MonitoringExecutionSummaries (list) --

    A JSON array in which each element is a summary for a monitoring execution.

    • (dict) --

      Summary of information about the last monitoring job to run.

      • MonitoringScheduleName (string) --

        The name of the monitoring schedule.

      • ScheduledTime (datetime) --

        The time the monitoring job was scheduled.

      • CreationTime (datetime) --

        The time at which the monitoring job was created.

      • LastModifiedTime (datetime) --

        A timestamp that indicates the last time the monitoring job was modified.

      • MonitoringExecutionStatus (string) --

        The status of the monitoring job.

      • ProcessingJobArn (string) --

        The Amazon Resource Name (ARN) of the monitoring job.

      • EndpointName (string) --

        The name of the endpoint used to run the monitoring job.

      • FailureReason (string) --

        Contains the reason a monitoring job failed, if it failed.

      • MonitoringJobDefinitionName (string) --

        The name of the monitoring job.

      • MonitoringType (string) --

        The type of the monitoring job.

  • NextToken (string) --

    If the response is truncated, Amazon SageMaker returns this token. To retrieve the next set of jobs, use it in the subsequent reques